Dating without Feelings?

So there is this really great guy. He is nice and I do think he is cute. Is it okay to date him even if I don't feel those immediate feelings? I am hopeful that I will feel something later but I do not want to do the wrong thing and I do not want to lead someone on. Do the feelings always come quickly or can they occur later as one gets to know the person better?